Empirical Bayes estimation of pairwise maximum entropy model for nonlinear brain state dynamics

Empirical Bayes estimation of pairwise maximum entropy model for nonlinear brain state dynamics

The pairwise maximum entropy model (pMEM) has recently gained widespread attention to exploring the nonlinear characteristics of brain state dynamics observed in resting-state functional magnetic resonance imaging (rsfMRI). Despite its unique advantageous features, the practical application of pMEM...

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Bibliographic Details
Main Authors: Seok-Oh Jeong, Jiyoung Kang, Chongwon Pae, Jinseok Eo, Sung Min Park, Junho Son, Hae-Jeong Park
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:NeuroImage
Subjects:
Maximum entropy model
Resting state
Brain dynamics
Energy landscape
Variational Bayes
Variational expectation-maximization
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921008910

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http://www.sciencedirect.com/science/article/pii/S1053811921008910

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